A bank’s dispute department reads complaints all day. “Someone lied to me and took my money” is the shape of almost all of them. On its own it moves nothing.
A named pattern with dates, amounts and a quoted message is different: a known category, with the evidence. This library turns a feeling into a category.
Self-Admission
Tier A · 25 pointsThe person on the other side says, in the chat, that they have not been honest — that they are not who the profile shows, that someone else is writing, or that the premise of the relationship was not real.
Evidence: A screenshot of the statement itself, with the surrounding messages, so it cannot be read as a joke or a quote.
It is the only pattern where the other side has done the proving for you. Nothing a bank reads is harder to argue with than a party admitting the thing in writing.
Withdrawal Fee
Tier A · 25 pointsA payment is requested in order to unlock, release, verify or process money that was already sent, or something already paid for. Includes the verification-fee variant: a fee framed as an age or identity check, requested outside the platform's own flow.
Evidence: The request itself, showing the framing — that the payment is needed to access something already paid for.
Advance-fee fraud is recognized across industries and card networks. This is not a category we invented; it is one we point at. Platforms do not charge for their own verification through a private message.
Fabricated Emergency
Tier B · 15 pointsA sudden crisis — medical, financial, family — presented as the reason a payment must happen immediately.
Evidence: The crisis message and the payment request, with timestamps showing how close together they sit. The pattern strengthens sharply when several unrelated emergencies appear across a short period.
One emergency in a person's life is plausible. Three in six weeks is a script.
Broken Promise
Tier B · 15 pointsAn explicit "this is the last time", followed within a short period by another request.
Evidence: Two screenshots with timestamps — the promise, and the next request. Both are needed. One alone proves nothing.
It demonstrates a deliberate false assurance rather than a change of circumstances.
Duplicate Broadcast
Tier C · 8 pointsMessages that are scripted rather than written to you: identical or near-identical text that also appears from other accounts, or messaging with obvious broadcast characteristics — generic where the context demanded something specific.
Evidence: Side-by-side screenshots from different accounts, or a message whose genericness is visible against the conversation around it.
Moderate alone. Strong next to a tier A pattern, because it turns a single incident into an operation.
Emotional Coercion
Tier C · 8 pointsGuilt, dependency, anger or withdrawal of attention used to pressure a payment, including punishment after a refusal.
Evidence: The pressure language tied to a payment request, or the retaliatory behavior that followed a declined one.
The most common pattern and the weakest on its own, because a stranger reading a transcript struggles to separate it from an ordinary difficult conversation. It matters as corroboration — and because it is usually the part people feel worst about.
Off-Platform Migration
Tier D · 5 pointsCommunication moved to Telegram, Snapchat, WhatsApp or similar, away from the platform's oversight and payment protection — particularly when the move preceded a payment request.
Evidence: The request to move, and its timing relative to the first payment.
Supporting only, never the basis of a document on its own. It is here because it is the most useful early warning sign to teach, and it usually explains why a payment left the protected rails.
These appear in cases but have not been seen across enough independent cases to carry weight. They score zero. We list them because an honest library shows its edges.
Cloned page
A copied profile reusing a real creator's media, with a handle differing by one character or an underscore. Frequently observed; needs criteria that separate it from ordinary fan accounts before it can carry weight.
Staged third party
A "manager", "agent" or "sister" introduced to add pressure or legitimacy to a request.
A candidate becomes a pattern after five independent cases with evidence that fits a written criterion — published, so you can hold us to it.
Nothing in this library names an individual, an account or an agency. It describes shapes, not people.